Index › IT › Products › IRI FieldShield · November 2026 Edition
Data masking and test data management · Ranked

IRI FieldShield

#2Best rank (small business)
13/14Models named it
12First choices
1Warnings
November 2026 Edition · all company sizes counted.
Ranked inData masking and test data management #2 small business
What AI models recommend

Strongest at small business. Ranked 13 of 110 for enterprise buyers.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“Highly recommended for small businesses, with a 22% first-choice share among AI models for budget-conscious buyers”Mistral Small · Budget-constrained question · first choice
“My recommendation would be to evaluate K2view or IRI FieldShield first”MiniMax M2.5 · Direct question · first choice
“IRI FieldShield is the most frequently recommended value option”Muse Glimmer 30B · Direct question · first choice
“Top Recommendation: IRI FieldShield”DeepSeek V4 Flash · Direct question · first choice

What gives them pause

“Free version has limited features compared to paid tiers”MiniMax M2.5 · Budget-constrained question · warning

Also on the shortlist

The products named in the same answers as IRI FieldShield, over the 51 answers that named it, and how often each was the first choice instead.

What the models named instead of IRI FieldShield →

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named IRI FieldShield came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 51 of the 51 answers that named IRI FieldShield and are not a share of its labels.

Domains cited

ovaledge.com29
cybersecuritynews.com28
g2.com22
iri.com22
k2view.com22
sourceforge.net19
gane.ai/indexpublisher (Gane)18
hevodata.com17
softwaretestinghelp.com15
slashdot.org14

No domain is on file for IRI FieldShield, so its own site is not marked. Eighteen were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on IRI FieldShield across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.501001
GPT-5.4 mini00000
Gemini 3.5 Flash01001
Perplexity Sonar03003
Grok 4.2001001
Mistral Small11002
DeepSeek V4 Flash10001
Llama 4 Maverick02002
Qwen 3.7 Flash00000
Kimi K202002
GLM 4.7 FlashX01001
MiniMax M2.510012
GPT-6 Luna00000
Muse Glimmer 30B11002